Computational Intelligence Modeling of Pharmaceutical Roll Compaction Bio-inspired optimization algorithms for feature selection
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- Englisch ausgewählt
Fr. 86.90
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Beschreibung
Produktdetails
Einband
Taschenbuch
Erscheinungsdatum
07.07.2016
Verlag
LAP LAMBERT Academic PublishingSeitenzahl
200
Maße (L/B/H)
22/15/1.3 cm
Gewicht
316 g
Sprache
Englisch
ISBN
978-3-659-90825-5
In this study, I have developed new variants of bio-inspired optimization algorithms such as chaotic antlion optimization (CALO), binary grey wolf optimization (BGWO), and much more. With the big data captured in the pharmaceutical product development practice, computational intelligence (CI) models based on machine learning and bio-inspired optimization algorithms could potentially be used to identify critical quality attributes (CQA) and critical process parameters (CPP) for the formulations and manufacturing processes. The primary objective is to evaluate the robustness of machine learning techniques combined with bio-inspired optimization algorithms in modeling tablet manufacturing processes. More precisely, our effort is focused on the prediction of tablet properties such as porosity and tensile strength from powder and ribbons characteristics.
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